Occurrences of electroencephalographic (EEG) patterns that resemble epileptiform discharges in background EEG in epileptic patients

International Journal of Neuroscience

Volumn 91, Issue 1-2, 1997, Pages 69-84

  Mizuno Matsumoto, Yuko ^a   Inouye, Tsuyoshi ^a   Tamura, Shinichi ^a  

^a OSAKA UNIVERSITY MEDICAL SCHOOL   (Japan)

Author keywords

Artificial neural network; Electroencephalogram; Epilepsy; Kullback Leibler information; Spike and wave complexes; Wavelet analysis

Indexed keywords

EID: 0031238909     PISSN: 00207454     EISSN: None     Source Type: Journal    
DOI: 10.3109/00207459708986366     Document Type: Article

References (24)

1. Avoli, M. (1988). Primary generalized seizures with spike and wave discharges, In: A. Dichter (ed), The Mechanisms of Epileptogenesis. The Transition to Seizure, pp. 73-83, (Plenum, NY.)
2. Benedetto, J. J & Frazier, M. W. (1994). Wavelets, Mathematics and Applications, (CRC Press: Boca Raton.)
3. Cohn, R. (1964). "DC Recordings of paroxysmal disorders in man," Electroencephalography and Clinical Neurophysiology, 17, 17-24.
4. Engel, J. Jr. (1988). New concepts of the epileptic focus. In: A. Dichter (ed.), The Mechanisms of Epileptogenesis. The Transition to Seizure, pp. 83-94, (Plenum, NY).
5. Fisher, R. S. & Prince, D. A. (1977). "Spike-wave rhythms in cat cortex induced by parenteral penicillin. I. Electroencephalographic features," Electroencephalography and Clinical Neurophysiology, 42, 608-624.
6. Gevins, A. S. & Rémond, A. (1990). Handbook of Electroencephalography and clinical neurophysiology, vol. 1. (Elsevier: Amsterdam)
7. Inouye, T., Sakamoto, H., Shinosaki, K., Toi, S. & Ukai, S. (1990). "Analysis of rapidly changing EEG before generalized spike and wave complexes," Electroencephalography and Clinical Neurophysiology, 76, 205-221.
8. Inouye, T., Shinosaki, K., Sakamoto, H., Toi, S., Ukai, S., Katsuda, Y. & Hirano, M. (1991). "Quantification of EEG irregularity by use of the entropy of the power spectrum," Electroencephalography and Clinical Neurophysiology, 79, 204-210.
9. Inouye, T., Shinosaki, K., Sakamoto, H., Toi, S., Ukai, S., Iyama, A., Katsuda, Y. & Hirano, M. (1992). "Abnormality of background EEG determined by the entropy of power spectrum in epileptic patients," Electroencephalography and Clinical Neurophysiology, 82, 203-207.
10. Inouye, T., Matsumoto, Y., Shinosaki, K., Iyama, A. & Toi, S. (1994). "Increases in the power spectral slope of background electroencephalogram just prior to asymmetric spike and wave complexes in epileptic patients," Neuroscience Letters, 173, 197-200.
11. Jandó, G., Siegel, R. M., Horváth, Z. & Buzsáki, G. (1993). "Pattern recognition of the electroencephalogram by artificial neural networks," Electroencephalography and Clinical Neurophysiology, 86, 100-109.
12. Kikuchi, H., Nakashizuka, M., Watanabe, H , Watanabe, S. & Tomisawa, N. (1992). "Fast wavelet transform and its application to detecting detonation," IEICE Transactions Fundamentals, E75-A(8), Aug., 980-987.
13. Kullback, S. (1959). Information Theory and Statistics. (Wiley, New York)
14. Lopes da Silva, F. H., Kamphuis, W. & Wadman, W. J. (1992). "Epileptogenesis as a plastic phenomenon of the brain, a short review," Acta Neurologica Scandinavica, 86, (140) 34-40.
15. Medvedev, A., Mackenzie, L., Hiscock, J. J., & Willoughby, J O. (1996). "Frontal cortex leads other brain structures in generalized spike-and-wave spindles and seizure spikes induced by picrotoxin," Electroencephalography and Clinical Neurophysiology, 98, 157-166.
16. Mutani, R. & Durelli, L. (1980). "Mechanisms of interactions of asymmetrical bilateral epileptogenic foci in neocortex," Epilepsia, 21, 549-556.
17. Niedermeyer, E. (1992). "Mechanisms of primary generalized (idiopathic) epilepsy," Epilepsia, 33 (3), 57.
18. Pijn, J. P., Neerven, J. V., Noest, A. & Lopes de Silva, F. H. (1991). "Chaos or noise in EEG signals; dependence on state and brain site," Electroencephalography and Clinical Neurophysiology, 79, 371-381
19. Rioul, O. & Vetterli, M. (1991). "Wavelets and signal processing," IEEE Signal Processing Magazine, 8(4), Oct. 14-38.
20. Rioul, O. & Flandrin, P. (1992). "Time-scale energy distributions: A general class extending wavelet transforms," IEEE Transactions on Signal Processing, 40(7), 1746-1757.
21. Rumelhart, D. E. & McClelland, J. L. (1988). Parallel Distributed Processing. (MIT Press, Cambridge)
22. Uhl, F., Spoljaric, A. M., Feucht, M. & Benninger, F. (1995). "Slow potential shifts preceding human focal paroxysmal discharges, as represented by spikes of benign rolandic epilepsy of childhood," Neuroscience Letters, 192, 177-180.
23. Wickerhauser, M V. (1994). Adapted Wavelet Analysis from Theory to Software. (AK Peters, Massachusetts)
24. Williams, W J. (1996). "Reduced interference distributions: Biological applications and interpretations," Proceedings of the IEEE, 84(9), 1264-1280.